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JMLR
2002
73views more  JMLR 2002»
13 years 10 months ago
Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components
We apply a variational method to automatically determine the number of mixtures of independent components in high-dimensional datasets, in which the sources may be nonsymmetricall...
Kwokleung Chan, Te-Won Lee, Terrence J. Sejnowski
JCNS
2010
119views more  JCNS 2010»
13 years 9 months ago
Disentanglement of local field potential sources by independent component analysis
The spontaneous activity of working neurons yields synaptic currents that mix up in the volume conductor. This activity is picked up by intracerebral recording electrodes as local ...
Valeri A. Makarov, Ioulia Makarova, Oscar Herreras
COLING
2010
13 years 5 months ago
Controlling Listening-oriented Dialogue using Partially Observable Markov Decision Processes
This paper investigates how to automatically create a dialogue control component of a listening agent to reduce the current high cost of manually creating such components. We coll...
Toyomi Meguro, Ryuichiro Higashinaka, Yasuhiro Min...
ISNN
2009
Springer
14 years 5 months ago
Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm
Abstract. Nonlinear component analysis is a popular nonlinear feature extraction method. It generally uses eigen-decomposition technique to extract the principal components. But th...
Weiya Shi, Yue-Fei Guo
RCIS
2010
13 years 8 months ago
Using Software Metrics in the Evaluation of a Conceptual Component Model
Every interactive system has a functional part and an interactive part. However the software engineering and the human-computer-interaction communities work separately in terms of ...
Eric Ceret, Sophie Dupuy-Chessa, Guillaume Godet-B...